بعد أكاديمية كاوست
Sadiq works at Aramco. In June 2023, Sadiq was accepted into the KAUST AI summer program after passing the KAUST introductory and advanced AI courses, and finished the year-long KAUST Academy journey in August 2023.
المشروع الصيفي
تخصص الذكاء الاصطناعي · دفعة 2023
FairGuard: Fair Image Classification Across Domains
Our proposed methodology enhances the robustness and fairness of our model by augmenting the training data. Specifically, we focus on the underrepresented class by introducing new multi-domain samples. This process serves a dual purpose: it not only minimizes the disparity in the sample distribution but also capitalizes on the benefits of multi-domain training. The end result is a noticeable improvement in the model's ability to accurately predict labels for the underrepresented group while simultaneously increasing its resilience against adversarial attacks. By bridging the gap between robustness and fairness, we have forged a path towards more equitable and reliable image classification.
مع أكاديمية كاوست
- دفعة 2023
جامعة الملك عبدالله للعلوم والتقنية (كاوست) · المدرسة الصيفية للذكاء الاصطناعي
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